Ryan OShea | de36e4a | 2020-03-13 16:26:19 +0000 | [diff] [blame] | 1 | <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> |
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| 86 | <div class="title">PermuteAndBatchToSpaceAsDepthToSpaceTests.cpp File Reference</div> </div> |
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| 89 | <div class="textblock"><code>#include "<a class="el" href="_test_utils_8hpp_source.html">../TestUtils.hpp</a>"</code><br /> |
| 90 | <code>#include <<a class="el" href="_network_8hpp_source.html">Network.hpp</a>></code><br /> |
| 91 | <code>#include <<a class="el" href="_optimizer_8hpp_source.html">Optimizer.hpp</a>></code><br /> |
| 92 | <code>#include <boost/test/unit_test.hpp></code><br /> |
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| 98 | <tr class="memitem:ac9ae3545393ad3f2dac5c8f789bbbfbf"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="_permute_and_batch_to_space_as_depth_to_space_tests_8cpp.html#ac9ae3545393ad3f2dac5c8f789bbbfbf">BOOST_AUTO_TEST_CASE</a> (PermuteAndBatchToSpaceAsDepthToSpaceOptimizerTest)</td></tr> |
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| 103 | <h2 class="memtitle"><span class="permalink"><a href="#ac9ae3545393ad3f2dac5c8f789bbbfbf">◆ </a></span>BOOST_AUTO_TEST_CASE()</h2> |
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| 109 | <td class="memname">BOOST_AUTO_TEST_CASE </td> |
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| 111 | <td class="paramtype">PermuteAndBatchToSpaceAsDepthToSpaceOptimizerTest </td> |
| 112 | <td class="paramname"></td><td>)</td> |
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| 117 | <p>Tests that the optimization performed by PermuteAndBatchToSpaceAsDepthToSpace is as expected. Note this does not ensure the correctness of the optimization - that is done in the below test. </p> |
| 118 | |
| 119 | <p class="definition">Definition at line <a class="el" href="_permute_and_batch_to_space_as_depth_to_space_tests_8cpp_source.html#l00056">56</a> of file <a class="el" href="_permute_and_batch_to_space_as_depth_to_space_tests_8cpp_source.html">PermuteAndBatchToSpaceAsDepthToSpaceTests.cpp</a>.</p> |
| 120 | |
| 121 | <p class="reference">References <a class="el" href="_const_tensor_layer_visitor_8cpp_source.html#l00170">armnn::BOOST_AUTO_TEST_CASE()</a>, <a class="el" href="_profiler_tests_8cpp.html#af7f71af5c6c124222dd1c42c5df892f4">BOOST_AUTO_TEST_SUITE_END()</a>, <a class="el" href="_graph_8hpp_source.html#l00168">Graph::cbegin()</a>, <a class="el" href="_graph_8hpp_source.html#l00170">Graph::cend()</a>, <a class="el" href="_test_utils_8hpp_source.html#l00020">CheckSequence()</a>, <a class="el" href="namespacearmnn.html#ae2f04a162585c0a5222a537efd5456aea83c2c4e9b658ccafbcbe6309c5d84c64">armnn::CpuRef</a>, <a class="el" href="_runtime_8cpp_source.html#l00032">IRuntime::Create()</a>, <a class="el" href="namespacearmnn.html#ad8ed01ff3ff33333d8e19db4d2818bb6a166495adc0d0f53bee6baecc577f5204">armnn::Float32</a>, <a class="el" href="_optimizer_8hpp_source.html#l00043">armnn::MakeOptimizations()</a>, <a class="el" href="namespacearmnn.html#ad1d5cce2d9e9a5d61c243e5c989112e0ad066db54b89b0912e7e7c6da51e2da51">armnn::NHWC</a>, <a class="el" href="_network_8cpp_source.html#l00807">armnn::Optimize()</a>, and <a class="el" href="_optimizer_8cpp_source.html#l00016">Optimizer::Pass()</a>.</p> |
| 122 | <div class="fragment"><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> {</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <a class="code" href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">INetworkPtr</a> network = CreateTestNetwork();</div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <a class="code" href="classarmnn_1_1_graph.html">Graph</a> graph = <span class="keyword">static_cast<</span><a class="code" href="classarmnn_1_1_network.html">Network</a>*<span class="keyword">></span>(network.get())->GetGraph();</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="comment">// Confirm initial graph is as we expect</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  BOOST_TEST(<a class="code" href="_test_utils_8hpp.html#a0eedb278f57355b47fa983450d4e378c">CheckSequence</a>(graph.<a class="code" href="classarmnn_1_1_graph.html#a98b1109a9006f8cc7d4566146a3bd737">cbegin</a>(), graph.<a class="code" href="classarmnn_1_1_graph.html#a02fd29b6dc3e21fbe4484362d85893bc">cend</a>(), &IsLayerOfType<InputLayer>, &IsLayerOfType<PermuteLayer>,</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  &IsLayerOfType<BatchToSpaceNdLayer>, &IsLayerOfType<OutputLayer>));</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="comment">// Perform the optimization which should merge the two layers into a DepthToSpace</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <a class="code" href="classarmnn_1_1_optimizer.html#a1f48ba622b76ea04d15c9b62f642bf08">armnn::Optimizer::Pass</a>(graph, <a class="code" href="namespacearmnn.html#aa7427025a851113a492de0b68b23d22a">MakeOptimizations</a>(<a class="code" href="namespacearmnn_1_1optimizations.html#a820df8da5229f50ca7d4d11cb74def2c">PermuteAndBatchToSpaceAsDepthToSpace</a>()));</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="comment">// Check that the replacement has been made as expected</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="keyword">auto</span> checkDepthToSpace = [](<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_layer.html">Layer</a>* <span class="keyword">const</span> layer) -> <span class="keywordtype">bool</span> {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keywordflow">return</span> IsLayerOfType<DepthToSpaceLayer>(layer) &&</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  static_cast<const DepthToSpaceLayer*>(layer)->GetParameters().m_BlockSize == 2 &&</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keyword">static_cast<</span><span class="keyword">const </span><a class="code" href="classarmnn_1_1_depth_to_space_layer.html">DepthToSpaceLayer</a>*<span class="keyword">></span>(layer)->GetParameters().m_DataLayout == DataLayout::NHWC &&</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  layer-><a class="code" href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">GetOutputHandler</a>().<a class="code" href="classarmnn_1_1_output_handler.html#a66e8f43a5b42b500871ed96e15419567">GetTensorInfo</a>() == <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a>({ 1, 4, 6, 1 }, DataType::Float32);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  };</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  BOOST_TEST(<a class="code" href="_test_utils_8hpp.html#a0eedb278f57355b47fa983450d4e378c">CheckSequence</a>(graph.<a class="code" href="classarmnn_1_1_graph.html#a98b1109a9006f8cc7d4566146a3bd737">cbegin</a>(), graph.<a class="code" href="classarmnn_1_1_graph.html#a02fd29b6dc3e21fbe4484362d85893bc">cend</a>(), &IsLayerOfType<InputLayer>, checkDepthToSpace,</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  &IsLayerOfType<OutputLayer>));</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="comment">// Check the new layer has the two merged layers listed as related layers</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  std::list<std::string> testRelatedLayers = { <span class="stringliteral">"batchToSpace"</span>, <span class="stringliteral">"permute"</span> };</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  BOOST_TEST(CheckRelatedLayers<DepthToSpaceLayer>(graph, testRelatedLayers));</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> }</div><div class="ttc" id="classarmnn_1_1_layer_html_af2c0edc7ea62a8baaec4d3d9b2b09256"><div class="ttname"><a href="classarmnn_1_1_layer.html#af2c0edc7ea62a8baaec4d3d9b2b09256">armnn::Layer::GetOutputHandler</a></div><div class="ttdeci">const OutputHandler & GetOutputHandler(unsigned int i=0) const</div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00221">Layer.hpp:221</a></div></div> |
| 123 | <div class="ttc" id="classarmnn_1_1_depth_to_space_layer_html"><div class="ttname"><a href="classarmnn_1_1_depth_to_space_layer.html">armnn::DepthToSpaceLayer</a></div><div class="ttdoc">This layer represents a DepthToSpace operation. </div><div class="ttdef"><b>Definition:</b> <a href="_depth_to_space_layer_8hpp_source.html#l00014">DepthToSpaceLayer.hpp:14</a></div></div> |
| 124 | <div class="ttc" id="namespacearmnn_1_1optimizations_html_a820df8da5229f50ca7d4d11cb74def2c"><div class="ttname"><a href="namespacearmnn_1_1optimizations.html#a820df8da5229f50ca7d4d11cb74def2c">armnn::optimizations::PermuteAndBatchToSpaceAsDepthToSpace</a></div><div class="ttdeci">OptimizeForConnection< PermuteLayer, BatchToSpaceNdLayer, PermuteAndBatchToSpaceAsDepthToSpaceImpl > PermuteAndBatchToSpaceAsDepthToSpace</div><div class="ttdef"><b>Definition:</b> <a href="_permute_and_batch_to_space_as_depth_to_space_8hpp_source.html#l00024">PermuteAndBatchToSpaceAsDepthToSpace.hpp:24</a></div></div> |
| 125 | <div class="ttc" id="classarmnn_1_1_layer_html"><div class="ttname"><a href="classarmnn_1_1_layer.html">armnn::Layer</a></div><div class="ttdef"><b>Definition:</b> <a href="_layer_8hpp_source.html#l00209">Layer.hpp:209</a></div></div> |
| 126 | <div class="ttc" id="classarmnn_1_1_tensor_info_html"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00053">Tensor.hpp:53</a></div></div> |
| 127 | <div class="ttc" id="classarmnn_1_1_optimizer_html_a1f48ba622b76ea04d15c9b62f642bf08"><div class="ttname"><a href="classarmnn_1_1_optimizer.html#a1f48ba622b76ea04d15c9b62f642bf08">armnn::Optimizer::Pass</a></div><div class="ttdeci">static void Pass(Graph &graph, const Optimizations &optimizations)</div><div class="ttdef"><b>Definition:</b> <a href="_optimizer_8cpp_source.html#l00016">Optimizer.cpp:16</a></div></div> |
| 128 | <div class="ttc" id="classarmnn_1_1_output_handler_html_a66e8f43a5b42b500871ed96e15419567"><div class="ttname"><a href="classarmnn_1_1_output_handler.html#a66e8f43a5b42b500871ed96e15419567">armnn::OutputHandler::GetTensorInfo</a></div><div class="ttdeci">const TensorInfo & GetTensorInfo() const</div><div class="ttdoc">Gets the matching TensorInfo for the output. </div><div class="ttdef"><b>Definition:</b> <a href="_output_handler_8hpp_source.html#l00044">OutputHandler.hpp:44</a></div></div> |
| 129 | <div class="ttc" id="_test_utils_8hpp_html_a0eedb278f57355b47fa983450d4e378c"><div class="ttname"><a href="_test_utils_8hpp.html#a0eedb278f57355b47fa983450d4e378c">CheckSequence</a></div><div class="ttdeci">bool CheckSequence(const armnn::Graph::ConstIterator first, const armnn::Graph::ConstIterator last)</div><div class="ttdef"><b>Definition:</b> <a href="_test_utils_8hpp_source.html#l00020">TestUtils.hpp:20</a></div></div> |
| 130 | <div class="ttc" id="classarmnn_1_1_network_html"><div class="ttname"><a href="classarmnn_1_1_network.html">armnn::Network</a></div><div class="ttdoc">Private implementation of INetwork. </div><div class="ttdef"><b>Definition:</b> <a href="_network_8hpp_source.html#l00027">Network.hpp:27</a></div></div> |
| 131 | <div class="ttc" id="namespacearmnn_html_ace74f6f9feb95a964a49d79458232703"><div class="ttname"><a href="namespacearmnn.html#ace74f6f9feb95a964a49d79458232703">armnn::INetworkPtr</a></div><div class="ttdeci">std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr</div><div class="ttdef"><b>Definition:</b> <a href="_i_network_8hpp_source.html#l00085">INetwork.hpp:85</a></div></div> |
| 132 | <div class="ttc" id="classarmnn_1_1_graph_html_a98b1109a9006f8cc7d4566146a3bd737"><div class="ttname"><a href="classarmnn_1_1_graph.html#a98b1109a9006f8cc7d4566146a3bd737">armnn::Graph::cbegin</a></div><div class="ttdeci">ConstIterator cbegin() const</div><div class="ttdoc">Returns const iterator pointing to the beginning of the list. Lowercase for range-based for loops...</div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00168">Graph.hpp:168</a></div></div> |
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| 134 | <div class="ttc" id="classarmnn_1_1_graph_html"><div class="ttname"><a href="classarmnn_1_1_graph.html">armnn::Graph</a></div><div class="ttdef"><b>Definition:</b> <a href="_graph_8hpp_source.html#l00029">Graph.hpp:29</a></div></div> |
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